Triple

T1431317
Position Surface form Disambiguated ID Type / Status
Subject Operation Rolling Thunder E30450 entity
Predicate codeName P744 FINISHED
Object Rolling Thunder
Rolling Thunder was the sustained U.S. aerial bombing campaign against North Vietnam during the Vietnam War from 1965 to 1968.
E163742 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Rolling Thunder | Statement: [Operation Rolling Thunder, codeName, Rolling Thunder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rolling Thunder
Context triple: [Operation Rolling Thunder, codeName, Rolling Thunder]
  • A. We Were Soldiers Once... and Young
    We Were Soldiers Once... and Young is a non-fiction book by Harold G. Moore and Joseph L. Galloway that recounts their firsthand experiences and leadership during one of the first major battles between U.S. forces and the North Vietnamese Army in the Vietnam War.
  • B. Red Bird uprising
    The Red Bird uprising was a brief 1827 Native American resistance led by the Ho-Chunk (Winnebago) leader Red Bird against United States encroachment in what is now Wisconsin.
  • C. Cross of Sacrifice
    The Cross of Sacrifice is a Commonwealth war memorial design featuring a tall stone cross with a bronze sword, erected in military cemeteries to honor fallen service members.
  • D. Make Peace or Die
    "Make Peace or Die" is the fierce and uncompromising motto of the U.S. Marine Corps' 5th Marine Regiment, reflecting its warrior ethos and readiness for combat.
  • E. G.I. Blues
    G.I. Blues is a 1960 musical comedy film starring Elvis Presley as a U.S. Army soldier stationed in Germany, featuring several popular songs from his early movie career.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Rolling Thunder
Triple: [Operation Rolling Thunder, codeName, Rolling Thunder]
Generated description
Rolling Thunder was the sustained U.S. aerial bombing campaign against North Vietnam during the Vietnam War from 1965 to 1968.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rolling Thunder
Target entity description: Rolling Thunder was the sustained U.S. aerial bombing campaign against North Vietnam during the Vietnam War from 1965 to 1968.
  • A. We Were Soldiers Once... and Young
    We Were Soldiers Once... and Young is a non-fiction book by Harold G. Moore and Joseph L. Galloway that recounts their firsthand experiences and leadership during one of the first major battles between U.S. forces and the North Vietnamese Army in the Vietnam War.
  • B. Red Bird uprising
    The Red Bird uprising was a brief 1827 Native American resistance led by the Ho-Chunk (Winnebago) leader Red Bird against United States encroachment in what is now Wisconsin.
  • C. Cross of Sacrifice
    The Cross of Sacrifice is a Commonwealth war memorial design featuring a tall stone cross with a bronze sword, erected in military cemeteries to honor fallen service members.
  • D. Make Peace or Die
    "Make Peace or Die" is the fierce and uncompromising motto of the U.S. Marine Corps' 5th Marine Regiment, reflecting its warrior ethos and readiness for combat.
  • E. G.I. Blues
    G.I. Blues is a 1960 musical comedy film starring Elvis Presley as a U.S. Army soldier stationed in Germany, featuring several popular songs from his early movie career.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4dc3e2081909ff951fe73db277b completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016bf2608190a675cbd42e474082 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad0294353081908e29735d1b83f2cc completed March 8, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad02f6bf288190bcb785762d14787c completed March 8, 2026, 5:02 a.m.
Created at: March 1, 2026, 8 p.m.